{"id":"https://openalex.org/W4391623923","doi":"https://doi.org/10.1145/3623278.3624771","title":"ShapleyIQ: Influence Quantification by Shapley Values for Performance Debugging of Microservices","display_name":"ShapleyIQ: Influence Quantification by Shapley Values for Performance Debugging of Microservices","publication_year":2023,"publication_date":"2023-03-25","ids":{"openalex":"https://openalex.org/W4391623923","doi":"https://doi.org/10.1145/3623278.3624771"},"language":"en","primary_location":{"id":"doi:10.1145/3623278.3624771","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3623278.3624771","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3623278.3624771","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 4","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3623278.3624771","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036792052","display_name":"Ye Li","orcid":"https://orcid.org/0000-0003-1860-2723"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ye Li","raw_affiliation_strings":["Alibaba, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Alibaba, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101812238","display_name":"Jian Tan","orcid":"https://orcid.org/0000-0002-1080-9300"},"institutions":[{"id":"https://openalex.org/I4210095624","display_name":"Alibaba Group (United States)","ror":"https://ror.org/00rn0m335","country_code":"US","type":"company","lineage":["https://openalex.org/I4210095624","https://openalex.org/I45928872"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jian Tan","raw_affiliation_strings":["Alibaba Cloud Computing Co. Ltd., Sunnyvale, California, United States of America"],"affiliations":[{"raw_affiliation_string":"Alibaba Cloud Computing Co. Ltd., Sunnyvale, California, United States of America","institution_ids":["https://openalex.org/I4210095624"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007360737","display_name":"Bin Wu","orcid":"https://orcid.org/0000-0002-4743-1006"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Wu","raw_affiliation_strings":["Alibaba, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Alibaba, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101661867","display_name":"Xiao He","orcid":"https://orcid.org/0000-0001-7959-2157"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao He","raw_affiliation_strings":["Alibaba, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Alibaba, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I45928872"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100450470","display_name":"Feifei Li","orcid":"https://orcid.org/0009-0003-0770-5775"},"institutions":[{"id":"https://openalex.org/I45928872","display_name":"Alibaba Group (China)","ror":"https://ror.org/00k642b80","country_code":"CN","type":"company","lineage":["https://openalex.org/I45928872"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feifei Li","raw_affiliation_strings":["Alibaba Cloud, Hangzhou, Zhejiang, China"],"affiliations":[{"raw_affiliation_string":"Alibaba Cloud, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I45928872"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5036792052"],"corresponding_institution_ids":["https://openalex.org/I45928872"],"apc_list":null,"apc_paid":null,"fwci":0.6027,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.70631282,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"287","last_page":"323"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10101","display_name":"Cloud Computing and Resource Management","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.7287618517875671},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7029235363006592},{"id":"https://openalex.org/keywords/microservices","display_name":"Microservices","score":0.585214376449585},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5828266143798828},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5122696757316589},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.48185551166534424},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4731294512748718},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32579469680786133},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.23992890119552612},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.19813144207000732}],"concepts":[{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.7287618517875671},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7029235363006592},{"id":"https://openalex.org/C2778505942","wikidata":"https://www.wikidata.org/wiki/Q18344624","display_name":"Microservices","level":3,"score":0.585214376449585},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5828266143798828},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5122696757316589},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.48185551166534424},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4731294512748718},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32579469680786133},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.23992890119552612},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.19813144207000732},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3623278.3624771","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3623278.3624771","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3623278.3624771","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 4","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3623278.3624771","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3623278.3624771","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3623278.3624771","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 4","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391623923.pdf","grobid_xml":"https://content.openalex.org/works/W4391623923.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W95608104","https://openalex.org/W1973501242","https://openalex.org/W2099023682","https://openalex.org/W2122747952","https://openalex.org/W2142687459","https://openalex.org/W2146687494","https://openalex.org/W2240667924","https://openalex.org/W2391120767","https://openalex.org/W2439673131","https://openalex.org/W2513041336","https://openalex.org/W2583874385","https://openalex.org/W2618851150","https://openalex.org/W2794090615","https://openalex.org/W2804446681","https://openalex.org/W2809376319","https://openalex.org/W2809578751","https://openalex.org/W2930500175","https://openalex.org/W2962862931","https://openalex.org/W2999561215","https://openalex.org/W3155331679","https://openalex.org/W3155949183","https://openalex.org/W3161254931","https://openalex.org/W3198081460","https://openalex.org/W4206204108","https://openalex.org/W4238768247","https://openalex.org/W4362655576"],"related_works":["https://openalex.org/W4210334847","https://openalex.org/W3181741639","https://openalex.org/W4367181468","https://openalex.org/W2767473057","https://openalex.org/W4225586032","https://openalex.org/W3003367851","https://openalex.org/W1492892507","https://openalex.org/W3119944216","https://openalex.org/W2994988622","https://openalex.org/W2888006113"],"abstract_inverted_index":{"Years":[0],"of":[1,22,106],"experience":[2],"in":[3],"operating":[4],"large-scale":[5],"microservice":[6],"systems":[7],"strengthens":[8],"our":[9],"belief":[10],"that":[11,34,72],"their":[12],"individual":[13],"components,":[14,42],"with":[15,56],"inevitable":[16],"anomalies,":[17,46],"still":[18],"demand":[19],"a":[20,31,89,93],"quantification":[21],"the":[23,26,36,40,43,76,100],"influences":[24],"on":[25,85,96],"end-to-end":[27],"performance":[28],"indicators.":[29],"On":[30],"causal":[32,90],"graph":[33],"represents":[35],"complex":[37],"dependencies":[38],"between":[39],"system":[41,77],"scatteredly":[44],"detected":[45],"even":[47],"when":[48],"they":[49],"look":[50],"similar,":[51],"could":[52],"have":[53],"different":[54],"implications":[55],"contrastive":[57],"remedial":[58],"actions.":[59],"To":[60],"this":[61],"end,":[62],"we":[63],"design":[64],"ShapleyIQ,":[65],"an":[66],"online":[67],"monitoring":[68],"and":[69],"diagnosis":[70],"service":[71],"can":[73],"effectively":[74],"improve":[75],"stability.":[78],"It":[79],"is":[80],"guided":[81],"by":[82,110],"rigorous":[83],"analysis":[84],"Shapley":[86,108],"values":[87,109],"for":[88],"graph.":[91],"Notably,":[92],"new":[94],"property":[95],"splitting":[97],"invariance":[98],"addresses":[99],"challenging":[101],"exponential":[102],"computation":[103],"complexity":[104],"problem":[105],"generic":[107],"decomposition.":[111]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
